# Estimating surface temperature from thermal imagery of buildings for accurate thermal transmittance (U-value): A machine learning perspective

> Research article (Journal of Building Engineering, 2020) · cited 49× · AI/ML

**Wikidata**: [openalex:W3048834697](https://www.wikidata.org/wiki/openalex:W3048834697)  
**Source**: https://4ort.xyz/entity/estimating-surface-temperature-from-thermal-imagery-of-buildings-for-accurate-thermal-transmittance-u-value-a-machine-le